Repository
aws/tools-for-devops-agent agent skills
- skills
- 31
- official
- 31
- GitHub stars
- 100
GitHub description: “Open-source tools for AWS DevOps Agent - extend DevOps Agent with ready-to-use skills, custom agents, and other tools, for incident response, root cause analysis, and operational troubleshooting”
- Stars
- 100 (70 forks)
- Licence
- Apache-2.0
- Last push
- Oct 2026
- Created
- May 2026
- agent-skills
- agents
- aiops
- aws
- aws-devops-agent
- devops
- incident-response
- operational-excellence
- root-cause-analysis
- skills
- sre
- support
- devops-agent-skills
- frontier-agent
- agentic-ai
- ai-agents
Install all skills
npx skills add aws/tools-for-devops-agentAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in aws/tools-for-devops-agent, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Amazon SageMaker AI Operational Review. An agent skill from aws/tools-for-devops-agent. | aws/ | 100 | 1 repo | ~3.9k | Automated safety check: Pass | Apache-2.0 | today |
| 2 | A skill your agent uses for GPU training or inference clusters on SageMaker HyperPod (Slurm or EKS), ParallelCluster, or self-managed EC2/EKS GPU instances. | aws/ | 100 | — | ~5.4k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | ALWAYS use this skill in the beginning of any incident investigation, root cause analysis, or operational troubleshooting. | aws/ | 100 | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | today |
| 4 | AWS Database Migration Service (DMS) operational review and troubleshooting skill. | aws/ | 100 | — | ~3.4k | Automated safety check: Pass | Apache-2.0 | today |
| 5 | Performs a comprehensive Amazon ECS operations review across the 6 review pillars (Resiliency & HA, Observability, Security, Operations, Performance, Additional Analysis) using read-only AWS APIs… | aws/ | 100 | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | today |
| 6 | Comprehensive Amazon RDS and Aurora operational review aligned with the AWS Well-Architected Framework and RDS/Aurora best practices. | aws/ | 100 | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | today |
| 7 | Use this skill during any incident investigation, capacity planning, or operational troubleshooting when the issue may be caused by hitting AWS service limits. | aws/ | 100 | — | ~3.4k | Automated safety check: Pass | Apache-2.0 | today |
| 8 | S3 resiliency, security, and data protection review. An agent skill from aws/tools-for-devops-agent. | aws/ | 100 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | today |
| 9 | ALWAYS use this skill in the beginning of any incident investigation, root cause analysis, or operational troubleshooting. | aws/ | 100 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 10 | Comprehensive Amazon Data Firehose (formerly Kinesis Data Firehose) review aligned with the AWS Well-Architected Framework and Firehose best practices. | aws/ | 100 | — | ~6k | Automated safety check: Pass | Apache-2.0 | today |
| 11 | Amazon Redshift domain expertise for query optimization, operational reviews, and cost optimization on provisioned clusters and Serverless workgroups. | aws/ | 100 | — | ~7.3k | Automated safety check: Pass | Apache-2.0 | today |
| 12 | Comprehensive operational review procedures for Amazon Bedrock AgentCore resources aligned with the AWS Well-Architected Framework. | aws/ | 100 | 1 repo | ~4k | Automated safety check: Pass | Apache-2.0 | today |
| 13 | Database-level data-plane diagnostics for Aurora MySQL and Aurora PostgreSQL. | aws/ | 100 | 1 repo | ~4.4k | Automated safety check: Pass | Apache-2.0 | today |
| 14 | Comprehensive Amazon Bedrock review aligned with the AWS Well-Architected Framework and Bedrock best practices. | aws/ | 100 | — | ~5.4k | Automated safety check: Pass | Apache-2.0 | today |
| 15 | Identify and quantify AWS CloudTrail cost optimization opportunities. | aws/ | 100 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | today |
| 16 | Identify and quantify AWS Config cost optimization opportunities. | aws/ | 100 | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 17 | A skill your agent uses when a user asks to assess, plan, or validate an Amazon EKS cluster upgrade. | aws/ | 100 | — | ~7.7k | Automated safety check: Pass | Apache-2.0 | today |
| 18 | Identify and quantify Amazon GuardDuty cost optimization opportunities. | aws/ | 100 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | today |
| 19 | Amazon MSK Provisioned operations, troubleshooting, and health assessment for Standard and Express brokers. | aws/ | 100 | — | ~6.6k | Automated safety check: Pass | Apache-2.0 | today |
| 20 | Validates and bootstraps Amazon Bedrock AgentCore observability so customers can trace agent reasoning, detect silent failures, and measure performance before an outage. | aws/ | 100 | — | ~3.4k | Automated safety check: Pass | Apache-2.0 | today |
| 21 | A skill your agent uses when diagnosing IAM and access failures for Bedrock and SageMaker. | aws/ | 100 | — | ~4.9k | Automated safety check: Pass | Apache-2.0 | today |
| 22 | A skill your agent uses when someone wants an Amazon EKS cluster graded against best practices. | aws/ | 100 | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 23 | Analyze and troubleshoot AWS routing and BGP path selection - how AWS chooses a network path, why traffic takes an unexpected route, and how to steer it. | aws/ | 100 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | today |
| 24 | Cost guardrail for AWS DevOps Agent that covers ALL AWS services and native agent tools. | aws/ | 100 | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | today |
| 25 | Read-only SLA-readiness, availability, and cost review of Amazon FSx for Windows File Server. | aws/ | 100 | — | ~3.4k | Automated safety check: Pass | Apache-2.0 | today |
| 26 | AWS Backup coverage and data protection posture review. An agent skill from aws/tools-for-devops-agent. | aws/ | 100 | — | ~6.8k | Automated safety check: Pass | Apache-2.0 | today |
| 27 | Report what the AWS DevOps Agent itself costs to run, and where that cost comes from, per Agent Space and per role on demand in chat or on a schedule through a custom agent. | aws/ | 100 | — | ~12k | Automated safety check: Pass | Apache-2.0 | today |
| 28 | Amazon OpenSearch Service domain health assessment. An agent skill from aws/tools-for-devops-agent. | aws/ | 100 | — | ~6.9k | Automated safety check: Pass | Apache-2.0 | today |
| 29 | A skill your agent uses when a name is not resolving as expected inside a VPC, or before applying a DNS control-plane change. | aws/ | 100 | — | ~2k | Automated safety check: Pass | Apache-2.0 | today |
| 30 | Automatically load this skill when investigating application outages, service degradation, or errors that could have security-related root causes — including unexplained downtime, authentication or… | aws/ | 100 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 31 | Guidelines for investigating production incidents in the CRM application. | aws/ | 100 | — | ~983 | Automated safety check: Pass | Apache-2.0 | today |
Questions, answered from the data.
What is the best skill in aws/tools-for-devops-agent?
Sagemaker AI Ops Review (official) from aws/tools-for-devops-agent ranks first of the 31 skills in aws/tools-for-devops-agent listed here, with the highest score: its repository has 100 GitHub stars, 1 other GitHub owner carry a copy, its SKILL.md loads about 3.9k tokens and it passes the automated safety check with no findings. Next come Aiml GPU Training Cluster Investigation and AWS Health Events.
Are the skills in aws/tools-for-devops-agent official?
31 of the 31 skills in aws/tools-for-devops-agent are official, published by the vendor's own GitHub organization: Sagemaker AI Ops Review, Aiml GPU Training Cluster Investigation, AWS Health Events, Database Migration Service Expertise, Ecs Operation Review and 26 more.
How do I install all skills from aws/tools-for-devops-agent?
Run npx skills add aws/tools-for-devops-agent in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.